Dataset Report Aprovados

Dataset statistics

Number of variables	39
Number of observations	8180
Missing cells	38710
Missing cells (%)	12.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.4 MiB
Average record size in memory	312.0 B

Variable types

Numeric	27
Categorical	10
Boolean	2

Warnings

`razaoSocial` has a high cardinality: 2725 distinct values	High cardinality
`nomeFantasia` has a high cardinality: 2643 distinct values	High cardinality
`cnpjSemTraco` has a high cardinality: 2789 distinct values	High cardinality
`primeiraCompra` has a high cardinality: 1927 distinct values	High cardinality
`dataAprovadoEmComite` has a high cardinality: 558 distinct values	High cardinality
`periodoBalanco` has a high cardinality: 124 distinct values	High cardinality
`dataAprovadoNivelAnalista` has a high cardinality: 7011 distinct values	High cardinality
`df_index` is highly correlated with `numero_solicitacao`	High correlation
`numero_solicitacao` is highly correlated with `df_index`	High correlation
`margemBrutaAcumulada` is highly correlated with `scorePontualidade`	High correlation
`titulosEmAberto` is highly correlated with `valorAprovado`	High correlation
`diferencaPercentualRisco` is highly correlated with `percentualRisco`	High correlation
`percentualRisco` is highly correlated with `diferencaPercentualRisco`	High correlation
`valorAprovado` is highly correlated with `titulosEmAberto`	High correlation
`ativoCirculante` is highly correlated with `passivoCirculante` and 3 other fields	High correlation
`passivoCirculante` is highly correlated with `ativoCirculante` and 3 other fields	High correlation
`totalAtivo` is highly correlated with `ativoCirculante` and 3 other fields	High correlation
`totalPatrimonioLiquido` is highly correlated with `ativoCirculante` and 3 other fields	High correlation
`endividamento` is highly correlated with `estoque` and 3 other fields	High correlation
`duplicatasAReceber` is highly correlated with `ativoCirculante` and 3 other fields	High correlation
`estoque` is highly correlated with `endividamento` and 3 other fields	High correlation
`faturamentoBruto` is highly correlated with `endividamento` and 3 other fields	High correlation
`margemBruta` is highly correlated with `endividamento` and 3 other fields	High correlation
`custos` is highly correlated with `endividamento` and 3 other fields	High correlation
`capitalSocial` is highly correlated with `limiteEmpresaAnaliseCredito`	High correlation
`scorePontualidade` is highly correlated with `margemBrutaAcumulada`	High correlation
`limiteEmpresaAnaliseCredito` is highly correlated with `capitalSocial`	High correlation
`df_index` is highly correlated with `numero_solicitacao`	High correlation
`numero_solicitacao` is highly correlated with `df_index`	High correlation
`margemBrutaAcumulada` is highly correlated with `scorePontualidade`	High correlation
`prazoMedioRecebimentoVendas` is highly correlated with `titulosEmAberto`	High correlation
`titulosEmAberto` is highly correlated with `prazoMedioRecebimentoVendas`	High correlation
`valorSolicitado` is highly correlated with `valorAprovado` and 8 other fields	High correlation
`diferencaPercentualRisco` is highly correlated with `percentualRisco`	High correlation
`percentualRisco` is highly correlated with `diferencaPercentualRisco`	High correlation
`valorAprovado` is highly correlated with `valorSolicitado` and 10 other fields	High correlation
`ativoCirculante` is highly correlated with `valorSolicitado` and 12 other fields	High correlation
`passivoCirculante` is highly correlated with `valorSolicitado` and 11 other fields	High correlation
`totalAtivo` is highly correlated with `valorSolicitado` and 12 other fields	High correlation
`totalPatrimonioLiquido` is highly correlated with `valorAprovado` and 9 other fields	High correlation
`endividamento` is highly correlated with `ativoCirculante` and 3 other fields	High correlation
`duplicatasAReceber` is highly correlated with `valorSolicitado` and 11 other fields	High correlation
`estoque` is highly correlated with `valorSolicitado` and 11 other fields	High correlation
`faturamentoBruto` is highly correlated with `valorSolicitado` and 10 other fields	High correlation
`margemBruta` is highly correlated with `valorSolicitado` and 9 other fields	High correlation
`custos` is highly correlated with `valorSolicitado` and 9 other fields	High correlation
`capitalSocial` is highly correlated with `ativoCirculante` and 5 other fields	High correlation
`scorePontualidade` is highly correlated with `margemBrutaAcumulada`	High correlation
`limiteEmpresaAnaliseCredito` is highly correlated with `valorAprovado` and 4 other fields	High correlation
`df_index` is highly correlated with `numero_solicitacao`	High correlation
`numero_solicitacao` is highly correlated with `df_index`	High correlation
`prazoMedioRecebimentoVendas` is highly correlated with `titulosEmAberto`	High correlation
`titulosEmAberto` is highly correlated with `prazoMedioRecebimentoVendas`	High correlation
`valorSolicitado` is highly correlated with `valorAprovado`	High correlation
`diferencaPercentualRisco` is highly correlated with `percentualRisco`	High correlation
`percentualRisco` is highly correlated with `diferencaPercentualRisco`	High correlation
`valorAprovado` is highly correlated with `valorSolicitado` and 1 other fields	High correlation
`ativoCirculante` is highly correlated with `passivoCirculante` and 7 other fields	High correlation
`passivoCirculante` is highly correlated with `ativoCirculante` and 7 other fields	High correlation
`totalAtivo` is highly correlated with `ativoCirculante` and 7 other fields	High correlation
`totalPatrimonioLiquido` is highly correlated with `ativoCirculante` and 4 other fields	High correlation
`duplicatasAReceber` is highly correlated with `ativoCirculante` and 7 other fields	High correlation
`estoque` is highly correlated with `ativoCirculante` and 7 other fields	High correlation
`faturamentoBruto` is highly correlated with `valorAprovado` and 7 other fields	High correlation
`margemBruta` is highly correlated with `ativoCirculante` and 6 other fields	High correlation
`custos` is highly correlated with `ativoCirculante` and 6 other fields	High correlation
`totalPatrimonioLiquido` is highly correlated with `anoFundacao` and 7 other fields	High correlation
`anoFundacao` is highly correlated with `totalPatrimonioLiquido` and 5 other fields	High correlation
`capitalSocial` is highly correlated with `totalPatrimonioLiquido` and 4 other fields	High correlation
`empresa_MeEppMei` is highly correlated with `diferencaPercentualRisco` and 2 other fields	High correlation
`endividamento` is highly correlated with `capitalSocial` and 5 other fields	High correlation
`diferencaPercentualRisco` is highly correlated with `empresa_MeEppMei` and 2 other fields	High correlation
`ativoCirculante` is highly correlated with `totalPatrimonioLiquido` and 6 other fields	High correlation
`duplicatasAReceber` is highly correlated with `totalPatrimonioLiquido` and 6 other fields	High correlation
`margemBrutaAcumulada` is highly correlated with `scorePontualidade`	High correlation
`limiteEmpresaAnaliseCredito` is highly correlated with `capitalSocial` and 5 other fields	High correlation
`scorePontualidade` is highly correlated with `margemBrutaAcumulada`	High correlation
`intervaloFundacao` is highly correlated with `definicaoRisco`	High correlation
`percentualRisco` is highly correlated with `empresa_MeEppMei` and 2 other fields	High correlation
`margemBruta` is highly correlated with `endividamento` and 4 other fields	High correlation
`df_index` is highly correlated with `numero_solicitacao`	High correlation
`faturamentoBruto` is highly correlated with `totalPatrimonioLiquido` and 11 other fields	High correlation
`definicaoRisco` is highly correlated with `empresa_MeEppMei` and 3 other fields	High correlation
`estoque` is highly correlated with `totalPatrimonioLiquido` and 6 other fields	High correlation
`custos` is highly correlated with `endividamento` and 8 other fields	High correlation
`totalAtivo` is highly correlated with `totalPatrimonioLiquido` and 6 other fields	High correlation
`numero_solicitacao` is highly correlated with `df_index`	High correlation
`passivoCirculante` is highly correlated with `totalPatrimonioLiquido` and 6 other fields	High correlation
`percentualProtestos` has 1334 (16.3%) missing values	Missing
`primeiraCompra` has 86 (1.1%) missing values	Missing
`valorAprovado` has 611 (7.5%) missing values	Missing
`dataAprovadoEmComite` has 7622 (93.2%) missing values	Missing
`periodoBalanco` has 3484 (42.6%) missing values	Missing
`ativoCirculante` has 3484 (42.6%) missing values	Missing
`passivoCirculante` has 3484 (42.6%) missing values	Missing
`totalAtivo` has 3484 (42.6%) missing values	Missing
`totalPatrimonioLiquido` has 3484 (42.6%) missing values	Missing
`endividamento` has 3484 (42.6%) missing values	Missing
`duplicatasAReceber` has 3484 (42.6%) missing values	Missing
`estoque` has 3484 (42.6%) missing values	Missing
`dataAprovadoNivelAnalista` has 1169 (14.3%) missing values	Missing
`percentualProtestos` is highly skewed (γ1 = 50.923999)	Skewed
`valorSolicitado` is highly skewed (γ1 = 70.53613279)	Skewed
`ativoCirculante` is highly skewed (γ1 = 51.9597739)	Skewed
`passivoCirculante` is highly skewed (γ1 = 43.91583933)	Skewed
`totalAtivo` is highly skewed (γ1 = 51.60937065)	Skewed
`totalPatrimonioLiquido` is highly skewed (γ1 = 36.3371307)	Skewed
`duplicatasAReceber` is highly skewed (γ1 = 64.64324689)	Skewed
`anoFundacao` is highly skewed (γ1 = -34.08083647)	Skewed
`limiteEmpresaAnaliseCredito` is highly skewed (γ1 = 51.10302157)	Skewed
`dataAprovadoEmComite` is uniformly distributed	Uniform
`dataAprovadoNivelAnalista` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`numero_solicitacao` has unique values	Unique
`maiorAtraso` has 1583 (19.4%) zeros	Zeros
`margemBrutaAcumulada` has 1400 (17.1%) zeros	Zeros
`percentualProtestos` has 6826 (83.4%) zeros	Zeros
`prazoMedioRecebimentoVendas` has 5036 (61.6%) zeros	Zeros
`titulosEmAberto` has 4581 (56.0%) zeros	Zeros
`dashboardCorrelacao` has 4819 (58.9%) zeros	Zeros
`ativoCirculante` has 550 (6.7%) zeros	Zeros
`passivoCirculante` has 587 (7.2%) zeros	Zeros
`totalAtivo` has 553 (6.8%) zeros	Zeros
`totalPatrimonioLiquido` has 585 (7.2%) zeros	Zeros
`endividamento` has 2366 (28.9%) zeros	Zeros
`duplicatasAReceber` has 1025 (12.5%) zeros	Zeros
`estoque` has 758 (9.3%) zeros	Zeros
`faturamentoBruto` has 411 (5.0%) zeros	Zeros
`margemBruta` has 4300 (52.6%) zeros	Zeros
`custos` has 4413 (53.9%) zeros	Zeros
`capitalSocial` has 126 (1.5%) zeros	Zeros
`scorePontualidade` has 1380 (16.9%) zeros	Zeros
`limiteEmpresaAnaliseCredito` has 522 (6.4%) zeros	Zeros

Reproduction

Analysis started	2021-08-21 20:28:41.244839
Analysis finished	2021-08-21 20:30:15.266328
Duration	1 minute and 34.02 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	8180
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4422.26687

Minimum	0
Maximum	8963
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	439.95
Q1	2164.75
median	4392.5
Q3	6673.5
95-th percentile	8507.05
Maximum	8963
Range	8963
Interquartile range (IQR)	4508.75

Descriptive statistics

Standard deviation	2594.830325
Coefficient of variation (CV)	0.5867647523
Kurtosis	-1.208763005
Mean	4422.26687
Median Absolute Deviation (MAD)	2255
Skewness	0.03173630819
Sum	36174143
Variance	6733144.415
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
6742	1	< 0.1%
621	1	< 0.1%
2668	1	< 0.1%
8809	1	< 0.1%
4711	1	< 0.1%
6758	1	< 0.1%
613	1	< 0.1%
2660	1	< 0.1%
4703	1	< 0.1%
Other values (8170)	8170	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
8963	1	< 0.1%
8961	1	< 0.1%
8960	1	< 0.1%
8959	1	< 0.1%
8958	1	< 0.1%
8957	1	< 0.1%
8956	1	< 0.1%
8955	1	< 0.1%
8954	1	< 0.1%
8953	1	< 0.1%

numero_solicitacao
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	8180
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4485.965526

Minimum	1
Maximum	9036
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	1
5-th percentile	457.95
Q1	2237.75
median	4465.5
Q3	6746.5
95-th percentile	8580.05
Maximum	9036
Range	9035
Interquartile range (IQR)	4508.75

Descriptive statistics

Standard deviation	2608.126506
Coefficient of variation (CV)	0.5813969125
Kurtosis	-1.201243877
Mean	4485.965526
Median Absolute Deviation (MAD)	2255
Skewness	0.01978034185
Sum	36695198
Variance	6802323.873
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2049	1	< 0.1%
2628	1	< 0.1%
8793	1	< 0.1%
4695	1	< 0.1%
6742	1	< 0.1%
597	1	< 0.1%
2644	1	< 0.1%
4687	1	< 0.1%
6734	1	< 0.1%
589	1	< 0.1%
Other values (8170)	8170	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
11	1	< 0.1%
12	1	< 0.1%

Value	Count	Frequency (%)
9036	1	< 0.1%
9034	1	< 0.1%
9033	1	< 0.1%
9032	1	< 0.1%
9031	1	< 0.1%
9030	1	< 0.1%
9029	1	< 0.1%
9028	1	< 0.1%
9027	1	< 0.1%
9026	1	< 0.1%

razaoSocial
Categorical

HIGH CARDINALITY

Distinct	2725
Distinct (%)	33.3%
Missing	0
Missing (%)	0.0%
Memory size	64.0 KiB

Suzanne Smith	25
Mr. Mohamed Howard	20
Dr. Vanessa Bird	20
Kelly Fox	19
Douglas Taylor	18
Other values (2720)	8078

Length

Max length	28
Median length	14
Mean length	14.86870416
Min length	7

Characters and Unicode

Total characters	121626
Distinct characters	54
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	935 ?
Unique (%)	11.4%

Sample

1st row	James Richardson-Patel
2nd row	Joanna Hudson
3rd row	Gordon Jones-Hopkins
4th row	Nigel Lee
5th row	Liam Jackson

Common Values

Value	Count	Frequency (%)
Suzanne Smith	25	0.3%
Mr. Mohamed Howard	20	0.2%
Dr. Vanessa Bird	20	0.2%
Kelly Fox	19	0.2%
Douglas Taylor	18	0.2%
Malcolm Bolton	18	0.2%
Brett Wheeler	17	0.2%
Dr. Jake Dale	16	0.2%
Ms. Pauline Hunter	15	0.2%
Gail Wells	15	0.2%
Other values (2715)	7997	97.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dr	909	4.8%
mr	634	3.4%
ms	314	1.7%
mrs	287	1.5%
miss	261	1.4%
smith	254	1.4%
jones	210	1.1%
taylor	127	0.7%
thomas	100	0.5%
davies	83	0.4%
Other values (1169)	15586	83.1%

Most occurring characters

Value	Count	Frequency (%)
	10585	8.7%
e	10431	8.6%
a	9812	8.1%
r	9692	8.0%
n	8375	6.9%
o	6823	5.6%
i	6502	5.3%
l	6311	5.2%
s	6064	5.0%
t	3845	3.2%
Other values (44)	43186	35.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	87570	72.0%
Uppercase Letter	20068	16.5%
Space Separator	10585	8.7%
Other Punctuation	2189	1.8%
Dash Punctuation	1214	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10431	11.9%
a	9812	11.2%
r	9692	11.1%
n	8375	9.6%
o	6823	7.8%
i	6502	7.4%
l	6311	7.2%
s	6064	6.9%
t	3845	4.4%
h	3627	4.1%
Other values (16)	16088	18.4%

Uppercase Letter

Value	Count	Frequency (%)
M	2901	14.5%
D	1937	9.7%
J	1531	7.6%
S	1511	7.5%
B	1362	6.8%
C	1190	5.9%
H	1132	5.6%
R	1046	5.2%
A	1012	5.0%
W	1010	5.0%
Other values (14)	5436	27.1%

Other Punctuation

Value	Count	Frequency (%)
.	2144	97.9%
'	45	2.1%

Space Separator

Value	Count	Frequency (%)
	10585	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1214	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	107638	88.5%
Common	13988	11.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10431	9.7%
a	9812	9.1%
r	9692	9.0%
n	8375	7.8%
o	6823	6.3%
i	6502	6.0%
l	6311	5.9%
s	6064	5.6%
t	3845	3.6%
h	3627	3.4%
Other values (40)	36156	33.6%

Common

Value	Count	Frequency (%)
	10585	75.7%
.	2144	15.3%
-	1214	8.7%
'	45	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	121626	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10585	8.7%
e	10431	8.6%
a	9812	8.1%
r	9692	8.0%
n	8375	6.9%
o	6823	5.6%
i	6502	5.3%
l	6311	5.2%
s	6064	5.0%
t	3845	3.2%
Other values (44)	43186	35.5%

nomeFantasia
Categorical

HIGH CARDINALITY

Distinct	2643
Distinct (%)	32.3%
Missing	0
Missing (%)	0.0%
Memory size	64.0 KiB

Nathan Jones	32
Marian Day	25
Linda Bradley	20
Anne Payne	20
Lorraine Hughes	19
Other values (2638)	8064

Length

Max length	28
Median length	15
Mean length	14.91308068
Min length	8

Characters and Unicode

Total characters	121989
Distinct characters	54
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	869 ?
Unique (%)	10.6%

Sample

1st row	Alexandra Williams
2nd row	Dr. David Rees
3rd row	Sara Reid-Robson
4th row	Dr. Stanley Duncan
5th row	Gerard Gordon

Common Values

Value	Count	Frequency (%)
Nathan Jones	32	0.4%
Marian Day	25	0.3%
Linda Bradley	20	0.2%
Anne Payne	20	0.2%
Lorraine Hughes	19	0.2%
Dale Lowe	18	0.2%
Linda Cook	16	0.2%
Mr. Ricky Williams	16	0.2%
Marilyn Holden	15	0.2%
Janet Owen	15	0.2%
Other values (2633)	7984	97.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dr	923	4.9%
mr	584	3.1%
mrs	306	1.6%
ms	291	1.6%
miss	263	1.4%
jones	198	1.1%
smith	177	0.9%
williams	127	0.7%
thomas	87	0.5%
taylor	85	0.5%
Other values (1163)	15686	83.8%

Most occurring characters

Value	Count	Frequency (%)
	10547	8.6%
e	10499	8.6%
a	9779	8.0%
r	9456	7.8%
n	8930	7.3%
o	6768	5.5%
i	6723	5.5%
l	6634	5.4%
s	5946	4.9%
t	3860	3.2%
Other values (44)	42847	35.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	88117	72.2%
Uppercase Letter	19994	16.4%
Space Separator	10547	8.6%
Other Punctuation	2164	1.8%
Dash Punctuation	1167	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10499	11.9%
a	9779	11.1%
r	9456	10.7%
n	8930	10.1%
o	6768	7.7%
i	6723	7.6%
l	6634	7.5%
s	5946	6.7%
t	3860	4.4%
h	3398	3.9%
Other values (16)	16124	18.3%

Uppercase Letter

Value	Count	Frequency (%)
M	2696	13.5%
D	1933	9.7%
J	1488	7.4%
S	1439	7.2%
B	1331	6.7%
C	1261	6.3%
H	1119	5.6%
A	1083	5.4%
W	963	4.8%
R	943	4.7%
Other values (14)	5738	28.7%

Other Punctuation

Value	Count	Frequency (%)
.	2104	97.2%
'	60	2.8%

Space Separator

Value	Count	Frequency (%)
	10547	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1167	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	108111	88.6%
Common	13878	11.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10499	9.7%
a	9779	9.0%
r	9456	8.7%
n	8930	8.3%
o	6768	6.3%
i	6723	6.2%
l	6634	6.1%
s	5946	5.5%
t	3860	3.6%
h	3398	3.1%
Other values (40)	36118	33.4%

Common

Value	Count	Frequency (%)
	10547	76.0%
.	2104	15.2%
-	1167	8.4%
'	60	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	121989	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10547	8.6%
e	10499	8.6%
a	9779	8.0%
r	9456	7.8%
n	8930	7.3%
o	6768	5.5%
i	6723	5.5%
l	6634	5.4%
s	5946	4.9%
t	3860	3.2%
Other values (44)	42847	35.1%

cnpjSemTraco
Categorical

HIGH CARDINALITY

Distinct	2789
Distinct (%)	34.1%
Missing	0
Missing (%)	0.0%
Memory size	64.0 KiB

AVAO63044598911311	25
VVSW90409251685348	20
GTPO06511661214973	20
DNLY35380748067028	19
JXCH36268697453955	18
Other values (2784)	8078

Length

Max length	18
Median length	18
Mean length	18
Min length	18

Characters and Unicode

Total characters	147240
Distinct characters	36
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	965 ?
Unique (%)	11.8%

Sample

1st row	KEBE17609492220843
2nd row	GCVQ28531614261293
3rd row	KJND32266018316396
4th row	CGQN15826802440348
5th row	KAYS53232027306925

Common Values

Value	Count	Frequency (%)
AVAO63044598911311	25	0.3%
VVSW90409251685348	20	0.2%
GTPO06511661214973	20	0.2%
DNLY35380748067028	19	0.2%
JXCH36268697453955	18	0.2%
SPID07567212738639	16	0.2%
OEIN37154516828064	15	0.2%
YFOX89081083275452	15	0.2%
HXUT11264254108021	14	0.2%
DSDP42915296213541	14	0.2%
Other values (2779)	8004	97.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
avao63044598911311	25	0.3%
gtpo06511661214973	20	0.2%
vvsw90409251685348	20	0.2%
dnly35380748067028	19	0.2%
jxch36268697453955	18	0.2%
spid07567212738639	16	0.2%
oein37154516828064	15	0.2%
yfox89081083275452	15	0.2%
svin40715352813470	14	0.2%
dsdp42915296213541	14	0.2%
Other values (2779)	8004	97.8%

Most occurring characters

Value	Count	Frequency (%)
1	12054	8.2%
5	11598	7.9%
4	11534	7.8%
6	11527	7.8%
2	11437	7.8%
7	11405	7.7%
3	11354	7.7%
9	11331	7.7%
8	11240	7.6%
0	11040	7.5%
Other values (26)	32720	22.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	114520	77.8%
Uppercase Letter	32720	22.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
V	1416	4.3%
H	1406	4.3%
Y	1388	4.2%
A	1360	4.2%
O	1356	4.1%
X	1337	4.1%
Q	1312	4.0%
N	1310	4.0%
J	1305	4.0%
B	1299	4.0%
Other values (16)	19231	58.8%

Decimal Number

Value	Count	Frequency (%)
1	12054	10.5%
5	11598	10.1%
4	11534	10.1%
6	11527	10.1%
2	11437	10.0%
7	11405	10.0%
3	11354	9.9%
9	11331	9.9%
8	11240	9.8%
0	11040	9.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	114520	77.8%
Latin	32720	22.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
V	1416	4.3%
H	1406	4.3%
Y	1388	4.2%
A	1360	4.2%
O	1356	4.1%
X	1337	4.1%
Q	1312	4.0%
N	1310	4.0%
J	1305	4.0%
B	1299	4.0%
Other values (16)	19231	58.8%

Common

Value	Count	Frequency (%)
1	12054	10.5%
5	11598	10.1%
4	11534	10.1%
6	11527	10.1%
2	11437	10.0%
7	11405	10.0%
3	11354	9.9%
9	11331	9.9%
8	11240	9.8%
0	11040	9.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	147240	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	12054	8.2%
5	11598	7.9%
4	11534	7.8%
6	11527	7.8%
2	11437	7.8%
7	11405	7.7%
3	11354	7.7%
9	11331	7.7%
8	11240	7.6%
0	11040	7.5%
Other values (26)	32720	22.2%

maiorAtraso
Real number (ℝ_≥0)

ZEROS

Distinct	174
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.35244499

Minimum	0
Maximum	1265
Zeros	1583
Zeros (%)	19.4%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	6
Q3	22
95-th percentile	94
Maximum	1265
Range	1265
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	65.48454448
Coefficient of variation (CV)	2.689033668
Kurtosis	95.95809377
Mean	24.35244499
Median Absolute Deviation (MAD)	6
Skewness	8.484521021
Sum	199203
Variance	4288.225566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1583	19.4%
3	946	11.6%
4	667	8.2%
5	411	5.0%
6	345	4.2%
2	255	3.1%
7	202	2.5%
8	191	2.3%
18	175	2.1%
14	159	1.9%
Other values (164)	3246	39.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1583	19.4%
1	11	0.1%
2	255	3.1%
3	946	11.6%
4	667	8.2%
5	411	5.0%
6	345	4.2%
7	202	2.5%
8	191	2.3%
9	158	1.9%

Value	Count	Frequency (%)
1265	1	< 0.1%
977	5	0.1%
807	1	< 0.1%
794	5	0.1%
779	8	0.1%
740	4	< 0.1%
690	4	< 0.1%
629	3	< 0.1%
614	2	< 0.1%
589	3	< 0.1%

margemBrutaAcumulada
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	2130
Distinct (%)	26.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3645478319

Minimum	0
Maximum	1
Zeros	1400
Zeros (%)	17.1%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.2865927592
median	0.4059044375
Q3	0.508244854
95-th percentile	0.6247772648
Maximum	1
Range	1
Interquartile range (IQR)	0.2216520948

Descriptive statistics

Standard deviation	0.2002107907
Coefficient of variation (CV)	0.5492030761
Kurtosis	-0.4462978225
Mean	0.3645478319
Median Absolute Deviation (MAD)	0.1084825522
Skewness	-0.6572540692
Sum	2982.001265
Variance	0.04008436071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1400	17.1%
0.5650457739	25	0.3%
0.3716760334	20	0.2%
0.4123162857	20	0.2%
0.4788656395	19	0.2%
0.3745726656	18	0.2%
0.4706814281	16	0.2%
0.5306585034	15	0.2%
0.4445438293	15	0.2%
0.3831393429	14	0.2%
Other values (2120)	6618	80.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1400	17.1%
1.20858 × 10^-5	4	< 0.1%
0.0040016431	3	< 0.1%
0.0118661029	1	< 0.1%
0.0198609391	2	< 0.1%
0.0216777718	4	< 0.1%
0.0279896296	2	< 0.1%
0.0408820571	4	< 0.1%
0.0486285157	2	< 0.1%
0.0546473255	2	< 0.1%

Value	Count	Frequency (%)
1	6	0.1%
0.9375823775	2	< 0.1%
0.8946682243	1	< 0.1%
0.8348743478	1	< 0.1%
0.8257523148	4	< 0.1%
0.8063552462	1	< 0.1%
0.800299885	2	< 0.1%
0.775811953	1	< 0.1%
0.7684077223	5	0.1%
0.7578569444	3	< 0.1%

percentualProtestos
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	10
Distinct (%)	0.1%
Missing	1334
Missing (%)	16.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.01611736048

Minimum	0
Maximum	36.98372833
Zeros	6826
Zeros (%)	83.4%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	36.98372833
Range	36.98372833
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5613652674
Coefficient of variation (CV)	34.82985121
Kurtosis	2991.31317
Mean	0.01611736048
Median Absolute Deviation (MAD)	0
Skewness	50.923999
Sum	110.3394498
Variance	0.3151309635
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	6826	83.4%
0.95560784	3	< 0.1%
0.59074586	3	< 0.1%
1.7025763	3	< 0.1%
15.29810955	3	< 0.1%
0.49506232	3	< 0.1%
3.03599482	2	< 0.1%
6.76956418	1	< 0.1%
3.38786209	1	< 0.1%
36.98372833	1	< 0.1%
(Missing)	1334	16.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6826	83.4%
0.49506232	3	< 0.1%
0.59074586	3	< 0.1%
0.95560784	3	< 0.1%
1.7025763	3	< 0.1%
3.03599482	2	< 0.1%
3.38786209	1	< 0.1%
6.76956418	1	< 0.1%
15.29810955	3	< 0.1%
36.98372833	1	< 0.1%

Value	Count	Frequency (%)
36.98372833	1	< 0.1%
15.29810955	3	< 0.1%
6.76956418	1	< 0.1%
3.38786209	1	< 0.1%
3.03599482	2	< 0.1%
1.7025763	3	< 0.1%
0.95560784	3	< 0.1%
0.59074586	3	< 0.1%
0.49506232	3	< 0.1%
0	6826	83.4%

primeiraCompra
Categorical

HIGH CARDINALITY
MISSING

Distinct	1927
Distinct (%)	23.8%
Missing	86
Missing (%)	1.1%
Memory size	64.0 KiB

2012-12-21T00:00:00	31
2019-12-17T00:00:00	25
2017-09-04T00:00:00	24
2011-08-02T00:00:00	23
2020-05-25T00:00:00	23
Other values (1922)	7968

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	153786
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	493 ?
Unique (%)	6.1%

Sample

1st row	2015-12-10T00:00:00
2nd row	2019-11-27T00:00:00
3rd row	2017-02-13T17:20:27
4th row	2010-07-13T00:00:00
5th row	2019-06-28T10:25:57

Common Values

Value	Count	Frequency (%)
2012-12-21T00:00:00	31	0.4%
2019-12-17T00:00:00	25	0.3%
2017-09-04T00:00:00	24	0.3%
2011-08-02T00:00:00	23	0.3%
2020-05-25T00:00:00	23	0.3%
2019-07-29T00:00:00	21	0.3%
2016-04-20T00:00:00	21	0.3%
2018-10-17T00:00:00	21	0.3%
2018-12-05T00:00:00	20	0.2%
2015-08-27T00:00:00	20	0.2%
Other values (1917)	7865	96.1%
(Missing)	86	1.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2012-12-21t00:00:00	31	0.4%
2019-12-17t00:00:00	25	0.3%
2017-09-04t00:00:00	24	0.3%
2020-05-25t00:00:00	23	0.3%
2011-08-02t00:00:00	23	0.3%
2016-04-20t00:00:00	21	0.3%
2018-10-17t00:00:00	21	0.3%
2019-07-29t00:00:00	21	0.3%
2006-06-01t00:00:00	20	0.2%
2015-08-27t00:00:00	20	0.2%
Other values (1917)	7865	97.2%

Most occurring characters

Value	Count	Frequency (%)
0	61790	40.2%
-	16188	10.5%
:	16188	10.5%
1	15180	9.9%
2	14848	9.7%
T	8094	5.3%
7	3462	2.3%
3	3337	2.2%
9	3243	2.1%
8	3223	2.1%
Other values (3)	8233	5.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	113316	73.7%
Dash Punctuation	16188	10.5%
Other Punctuation	16188	10.5%
Uppercase Letter	8094	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	61790	54.5%
1	15180	13.4%
2	14848	13.1%
7	3462	3.1%
3	3337	2.9%
9	3243	2.9%
8	3223	2.8%
6	3080	2.7%
5	2592	2.3%
4	2561	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	16188	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	8094	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	16188	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	145692	94.7%
Latin	8094	5.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	61790	42.4%
-	16188	11.1%
:	16188	11.1%
1	15180	10.4%
2	14848	10.2%
7	3462	2.4%
3	3337	2.3%
9	3243	2.2%
8	3223	2.2%
6	3080	2.1%
Other values (2)	5153	3.5%

Latin

Value	Count	Frequency (%)
T	8094	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	153786	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	61790	40.2%
-	16188	10.5%
:	16188	10.5%
1	15180	9.9%
2	14848	9.7%
T	8094	5.3%
7	3462	2.3%
3	3337	2.2%
9	3243	2.1%
8	3223	2.1%
Other values (3)	8233	5.4%

prazoMedioRecebimentoVendas
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	180
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.66393643

Minimum	0
Maximum	1605
Zeros	5036
Zeros (%)	61.6%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	30
95-th percentile	95
Maximum	1605
Range	1605
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	67.56924978
Coefficient of variation (CV)	2.981355423
Kurtosis	242.2520383
Mean	22.66393643
Median Absolute Deviation (MAD)	0
Skewness	12.42500088
Sum	185391
Variance	4565.603516
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5036	61.6%
42	81	1.0%
34	75	0.9%
32	70	0.9%
52	70	0.9%
39	69	0.8%
37	68	0.8%
26	64	0.8%
27	64	0.8%
18	63	0.8%
Other values (170)	2520	30.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5036	61.6%
1	20	0.2%
2	31	0.4%
3	18	0.2%
4	36	0.4%
5	22	0.3%
6	41	0.5%
7	8	0.1%
8	59	0.7%
9	26	0.3%

Value	Count	Frequency (%)
1605	6	0.1%
723	13	0.2%
507	11	0.1%
357	4	< 0.1%
355	2	< 0.1%
345	2	< 0.1%
344	3	< 0.1%
341	5	0.1%
338	1	< 0.1%
328	1	< 0.1%

titulosEmAberto
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	759
Distinct (%)	9.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	63004.50279

Minimum	0
Maximum	3938589.7
Zeros	4581
Zeros (%)	56.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	16522.5
95-th percentile	362410.6
Maximum	3938589.7
Range	3938589.7
Interquartile range (IQR)	16522.5

Descriptive statistics

Standard deviation	240681.9504
Coefficient of variation (CV)	3.820075387
Kurtosis	78.97429162
Mean	63004.50279
Median Absolute Deviation (MAD)	0
Skewness	7.57305122
Sum	515376832.8
Variance	5.792780124 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4581	56.0%
118195.87	25	0.3%
20797	20	0.2%
176480	20	0.2%
113370	19	0.2%
90290.9	18	0.2%
57600	18	0.2%
529387.04	16	0.2%
427368.68	15	0.2%
246173.7	15	0.2%
Other values (749)	3433	42.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4581	56.0%
12.05	4	< 0.1%
315	6	0.1%
533.34	5	0.1%
660	4	< 0.1%
693.33	6	0.1%
711.1	1	< 0.1%
776	4	< 0.1%
840	5	0.1%
894.4	1	< 0.1%

Value	Count	Frequency (%)
3938589.7	5	0.1%
2836656	10	0.1%
2140954.39	3	< 0.1%
1985132.91	12	0.1%
1913477.53	7	0.1%
1693918.99	7	0.1%
1491736.37	14	0.2%
1374450	1	< 0.1%
1276462.66	8	0.1%
1180370.61	8	0.1%

valorSolicitado
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED

Distinct	344
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	468327.6696

Minimum	100
Maximum	1200000000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	100
5-th percentile	10000
Q1	20000
median	50000
Q3	120000
95-th percentile	1000105
Maximum	1200000000
Range	1199999900
Interquartile range (IQR)	100000

Descriptive statistics

Standard deviation	15000824.18
Coefficient of variation (CV)	32.03061692
Kurtosis	5313.745081
Mean	468327.6696
Median Absolute Deviation (MAD)	30000
Skewness	70.53613279
Sum	3830920337
Variance	2.25024726 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50000	998	12.2%
20000	822	10.0%
30000	740	9.0%
15000	467	5.7%
40000	465	5.7%
10000	464	5.7%
100000	382	4.7%
25000	227	2.8%
150000	199	2.4%
200000	177	2.2%
Other values (334)	3239	39.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100	1	< 0.1%
1600	1	< 0.1%
2500	1	< 0.1%
2900	1	< 0.1%
3000	8	0.1%
4000	3	< 0.1%
5000	129	1.6%
5200	1	< 0.1%
5400	1	< 0.1%
5500	4	< 0.1%

Value	Count	Frequency (%)
1200000000	1	< 0.1%
600000000	1	< 0.1%
150000000	1	< 0.1%
128700000	1	< 0.1%
10700000	1	< 0.1%
9300000	1	< 0.1%
9200000	1	< 0.1%
8000000	1	< 0.1%
7050000	1	< 0.1%
6900000	2	< 0.1%

status
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	64.0 KiB

AprovadoAnalista	7011
ReprovadoAnalista	590
AprovadoComite	558
ReprovadoComite	20
AguardandoAprovacao	1

Length

Max length	19
Median length	16
Mean length	15.93361858
Min length	14

Characters and Unicode

Total characters	130337
Distinct characters	19
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	AprovadoAnalista
2nd row	AprovadoAnalista
3rd row	AprovadoAnalista
4th row	AprovadoAnalista
5th row	AprovadoAnalista

Common Values

Value	Count	Frequency (%)
AprovadoAnalista	7011	85.7%
ReprovadoAnalista	590	7.2%
AprovadoComite	558	6.8%
ReprovadoComite	20	0.2%
AguardandoAprovacao	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
aprovadoanalista	7011	85.7%
reprovadoanalista	590	7.2%
aprovadocomite	558	6.8%
reprovadocomite	20	0.2%
aguardandoaprovacao	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	23385	17.9%
o	16939	13.0%
A	15172	11.6%
r	8181	6.3%
d	8181	6.3%
p	8180	6.3%
v	8180	6.3%
i	8179	6.3%
t	8179	6.3%
n	7602	5.8%
Other values (9)	18159	13.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	113977	87.4%
Uppercase Letter	16360	12.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	23385	20.5%
o	16939	14.9%
r	8181	7.2%
d	8181	7.2%
p	8180	7.2%
v	8180	7.2%
i	8179	7.2%
t	8179	7.2%
n	7602	6.7%
l	7601	6.7%
Other values (6)	9370	8.2%

Uppercase Letter

Value	Count	Frequency (%)
A	15172	92.7%
R	610	3.7%
C	578	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	130337	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	23385	17.9%
o	16939	13.0%
A	15172	11.6%
r	8181	6.3%
d	8181	6.3%
p	8180	6.3%
v	8180	6.3%
i	8179	6.3%
t	8179	6.3%
n	7602	5.8%
Other values (9)	18159	13.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	130337	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	23385	17.9%
o	16939	13.0%
A	15172	11.6%
r	8181	6.3%
d	8181	6.3%
p	8180	6.3%
v	8180	6.3%
i	8179	6.3%
t	8179	6.3%
n	7602	5.8%
Other values (9)	18159	13.9%

definicaoRisco
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	64.0 KiB

De 11 a 30 % - Baixo	4457
De 31 a 50 % - Médio	2499
De 0 a 10 % - Muito Baixo	840
De 51 a 80 % - Alto	384

Length

Max length	25
Median length	20
Mean length	20.46650367
Min length	19

Characters and Unicode

Total characters	167416
Distinct characters	22
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	De 11 a 30 % - Baixo
2nd row	De 11 a 30 % - Baixo
3rd row	De 51 a 80 % - Alto
4th row	De 11 a 30 % - Baixo
5th row	De 31 a 50 % - Médio

Common Values

Value	Count	Frequency (%)
De 11 a 30 % - Baixo	4457	54.5%
De 31 a 50 % - Médio	2499	30.6%
De 0 a 10 % - Muito Baixo	840	10.3%
De 51 a 80 % - Alto	384	4.7%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
	16360	28.2%
a	8180	14.1%
de	8180	14.1%
baixo	5297	9.1%
30	4457	7.7%
11	4457	7.7%
31	2499	4.3%
50	2499	4.3%
médio	2499	4.3%
10	840	1.4%
Other values (5)	2832	4.9%

Most occurring characters

Value	Count	Frequency (%)
	49920	29.8%
a	13477	8.1%
1	12637	7.5%
0	9020	5.4%
o	9020	5.4%
i	8636	5.2%
D	8180	4.9%
e	8180	4.9%
%	8180	4.9%
-	8180	4.9%
Other values (12)	31986	19.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	52056	31.1%
Space Separator	49920	29.8%
Decimal Number	31880	19.0%
Uppercase Letter	17200	10.3%
Other Punctuation	8180	4.9%
Dash Punctuation	8180	4.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	13477	25.9%
o	9020	17.3%
i	8636	16.6%
e	8180	15.7%
x	5297	10.2%
é	2499	4.8%
d	2499	4.8%
t	1224	2.4%
u	840	1.6%
l	384	0.7%

Decimal Number

Value	Count	Frequency (%)
1	12637	39.6%
0	9020	28.3%
3	6956	21.8%
5	2883	9.0%
8	384	1.2%

Uppercase Letter

Value	Count	Frequency (%)
D	8180	47.6%
B	5297	30.8%
M	3339	19.4%
A	384	2.2%

Space Separator

Value	Count	Frequency (%)
	49920	100.0%

Other Punctuation

Value	Count	Frequency (%)
%	8180	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8180	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	98160	58.6%
Latin	69256	41.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	13477	19.5%
o	9020	13.0%
i	8636	12.5%
D	8180	11.8%
e	8180	11.8%
B	5297	7.6%
x	5297	7.6%
M	3339	4.8%
é	2499	3.6%
d	2499	3.6%
Other values (4)	2832	4.1%

Common

Value	Count	Frequency (%)
	49920	50.9%
1	12637	12.9%
0	9020	9.2%
%	8180	8.3%
-	8180	8.3%
3	6956	7.1%
5	2883	2.9%
8	384	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	164917	98.5%
Latin 1 Sup	2499	1.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	49920	30.3%
a	13477	8.2%
1	12637	7.7%
0	9020	5.5%
o	9020	5.5%
i	8636	5.2%
D	8180	5.0%
e	8180	5.0%
%	8180	5.0%
-	8180	5.0%
Other values (11)	29487	17.9%

Latin 1 Sup

Value	Count	Frequency (%)
é	2499	100.0%

diferencaPercentualRisco
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	79
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7277568308

Minimum	0.2075471698
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0.2075471698
5-th percentile	0.4905660377
Q1	0.6428571429
median	0.75
Q3	0.8392857143
95-th percentile	0.9107142857
Maximum	1
Range	0.7924528302
Interquartile range (IQR)	0.1964285714

Descriptive statistics

Standard deviation	0.1308120914
Coefficient of variation (CV)	0.1797469785
Kurtosis	-0.2553272182
Mean	0.7277568308
Median Absolute Deviation (MAD)	0.1071428571
Skewness	-0.4392367672
Sum	5953.050876
Variance	0.01711180327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.75	766	9.4%
0.8571428571	732	8.9%
0.8035714286	587	7.2%
0.6428571429	468	5.7%
0.6964285714	424	5.2%
0.9107142857	387	4.7%
0.6607142857	234	2.9%
0.5357142857	214	2.6%
0.7142857143	208	2.5%
0.7857142857	207	2.5%
Other values (69)	3953	48.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.2075471698	2	< 0.1%
0.2641509434	1	< 0.1%
0.2830188679	1	< 0.1%
0.3018867925	3	< 0.1%
0.320754717	4	< 0.1%
0.3392857143	8	0.1%
0.3396226415	9	0.1%
0.3571428571	3	< 0.1%
0.358490566	4	< 0.1%
0.375	11	0.1%

Value	Count	Frequency (%)
1	16	0.2%
0.9821428571	3	< 0.1%
0.9642857143	163	2.0%
0.9622641509	13	0.2%
0.9464285714	67	0.8%
0.9433962264	13	0.2%
0.9285714286	13	0.2%
0.9245283019	1	< 0.1%
0.9107142857	387	4.7%
0.9056603774	22	0.3%

percentualRisco
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	81
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2722431692

Minimum	0
Maximum	0.7924528302
Zeros	16
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.08928571429
Q1	0.1607142857
median	0.25
Q3	0.3571428571
95-th percentile	0.5094339623
Maximum	0.7924528302
Range	0.7924528302
Interquartile range (IQR)	0.1964285714

Descriptive statistics

Standard deviation	0.1308120914
Coefficient of variation (CV)	0.4804972401
Kurtosis	-0.2553272182
Mean	0.2722431692
Median Absolute Deviation (MAD)	0.1071428571
Skewness	0.4392367672
Sum	2226.949124
Variance	0.01711180327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1428571429	732	8.9%
0.25	665	8.1%
0.1964285714	587	7.2%
0.3571428571	468	5.7%
0.3035714286	424	5.2%
0.08928571429	387	4.7%
0.3392857143	234	2.9%
0.4642857143	214	2.6%
0.2857142857	208	2.5%
0.2142857143	207	2.5%
Other values (71)	4054	49.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	16	0.2%
0.01785714286	3	< 0.1%
0.03571428571	163	2.0%
0.03773584906	13	0.2%
0.05357142857	67	0.8%
0.05660377358	13	0.2%
0.07142857143	13	0.2%
0.07547169811	1	< 0.1%
0.08928571429	387	4.7%
0.09433962264	22	0.3%

Value	Count	Frequency (%)
0.7924528302	2	< 0.1%
0.7358490566	1	< 0.1%
0.7169811321	1	< 0.1%
0.6981132075	3	< 0.1%
0.679245283	4	< 0.1%
0.6607142857	8	0.1%
0.6603773585	9	0.1%
0.6428571429	3	< 0.1%
0.641509434	4	< 0.1%
0.625	1	< 0.1%

dashboardCorrelacao
Real number (ℝ)

ZEROS

Distinct	701
Distinct (%)	8.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.05097423174

Minimum	-0.9999901219
Maximum	0.9999901219
Zeros	4819
Zeros (%)	58.9%
Negative	1398
Negative (%)	17.1%
Memory size	64.0 KiB

Quantile statistics

Minimum	-0.9999901219
5-th percentile	-0.8660254038
Q1	0
median	0
Q3	0
95-th percentile	0.8660254038
Maximum	0.9999901219
Range	1.999980244
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.492808559
Coefficient of variation (CV)	9.667797674
Kurtosis	0.1352137804
Mean	0.05097423174
Median Absolute Deviation (MAD)	0
Skewness	0.0008599998283
Sum	416.9692156
Variance	0.2428602758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4819	58.9%
0.8660254038	819	10.0%
-0.8660254038	346	4.2%
0.8660254038	79	1.0%
-0.8660254038	66	0.8%
3 × 10^-16	22	0.3%
-2 × 10^-16	17	0.2%
-1.1 × 10^-15	15	0.2%
0.944120202	14	0.2%
-0.8660254038	14	0.2%
Other values (691)	1969	24.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.9999901219	5	0.1%
-0.9999854019	7	0.1%
-0.9999819358	2	< 0.1%
-0.9998681469	1	< 0.1%
-0.9998126467	1	< 0.1%
-0.9998082834	1	< 0.1%
-0.9997312138	1	< 0.1%
-0.9994790027	1	< 0.1%
-0.9994497043	1	< 0.1%
-0.9994319445	1	< 0.1%

Value	Count	Frequency (%)
0.9999901219	1	< 0.1%
0.9999241226	6	0.1%
0.9999229754	3	< 0.1%
0.9998376092	3	< 0.1%
0.9998082834	4	< 0.1%
0.9997628372	1	< 0.1%
0.9996827723	1	< 0.1%
0.9996670711	3	< 0.1%
0.9995332033	4	< 0.1%
0.9994790027	1	< 0.1%

valorAprovado
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	326
Distinct (%)	4.3%
Missing	611
Missing (%)	7.5%
Infinite	0
Infinite (%)	0.0%
Mean	189792.577

Minimum	0
Maximum	10700000
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	5000
Q1	15100
median	35000
Q3	100000
95-th percentile	1000000
Maximum	10700000
Range	10700000
Interquartile range (IQR)	84900

Descriptive statistics

Standard deviation	543518.5782
Coefficient of variation (CV)	2.863750453
Kurtosis	70.11249456
Mean	189792.577
Median Absolute Deviation (MAD)	25000
Skewness	6.945329581
Sum	1436540015
Variance	2.954124448 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000	735	9.0%
10000	730	8.9%
15000	604	7.4%
30000	582	7.1%
50000	533	6.5%
40000	375	4.6%
5000	357	4.4%
25000	295	3.6%
100000	236	2.9%
35000	202	2.5%
Other values (316)	2920	35.7%
(Missing)	611	7.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	4	< 0.1%
1	1	< 0.1%
10	2	< 0.1%
120	1	< 0.1%
1600	1	< 0.1%
2000	1	< 0.1%
2500	1	< 0.1%
2900	1	< 0.1%
3000	8	0.1%
3500	1	< 0.1%

Value	Count	Frequency (%)
10700000	1	< 0.1%
9200000	1	< 0.1%
6900000	2	< 0.1%
6550000	1	< 0.1%
6500000	3	< 0.1%
6200000	1	< 0.1%
6000000	2	< 0.1%
5900000	1	< 0.1%
5500000	1	< 0.1%
5160000	2	< 0.1%

dataAprovadoEmComite
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	558
Distinct (%)	100.0%
Missing	7622
Missing (%)	93.2%
Memory size	64.0 KiB

2020-03-06T19:23:22	1
2020-05-21T16:18:14	1
2020-03-13T17:40:48	1
2020-02-12T20:26:50	1
2020-02-12T20:14:14	1
Other values (553)	553

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	10602
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	558 ?
Unique (%)	100.0%

Sample

1st row	2020-02-05T19:14:37
2nd row	2020-02-07T18:57:37
3rd row	2020-02-21T12:42:19
4th row	2020-02-12T20:24:50
5th row	2020-02-12T20:45:57

Common Values

Value	Count	Frequency (%)
2020-03-06T19:23:22	1	< 0.1%
2020-05-21T16:18:14	1	< 0.1%
2020-03-13T17:40:48	1	< 0.1%
2020-02-12T20:26:50	1	< 0.1%
2020-02-12T20:14:14	1	< 0.1%
2020-03-06T19:57:14	1	< 0.1%
2020-03-13T14:53:02	1	< 0.1%
2020-03-13T17:37:43	1	< 0.1%
2020-03-06T12:04:59	1	< 0.1%
2020-03-06T20:01:24	1	< 0.1%
Other values (548)	548	6.7%
(Missing)	7622	93.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-03-18t20:58:13	1	0.2%
2021-01-08t13:54:32	1	0.2%
2020-02-12t20:53:20	1	0.2%
2020-03-20t18:25:22	1	0.2%
2020-06-05t14:59:15	1	0.2%
2020-02-12t20:24:50	1	0.2%
2020-02-13t19:09:01	1	0.2%
2020-02-12t18:20:49	1	0.2%
2020-02-13t17:30:55	1	0.2%
2020-08-19t19:37:46	1	0.2%
Other values (548)	548	98.2%

Most occurring characters

Value	Count	Frequency (%)
0	2193	20.7%
2	1909	18.0%
1	1155	10.9%
-	1116	10.5%
:	1116	10.5%
3	649	6.1%
T	558	5.3%
4	398	3.8%
5	395	3.7%
8	342	3.2%
Other values (3)	771	7.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	7812	73.7%
Dash Punctuation	1116	10.5%
Other Punctuation	1116	10.5%
Uppercase Letter	558	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2193	28.1%
2	1909	24.4%
1	1155	14.8%
3	649	8.3%
4	398	5.1%
5	395	5.1%
8	342	4.4%
9	287	3.7%
7	285	3.6%
6	199	2.5%

Dash Punctuation

Value	Count	Frequency (%)
-	1116	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	558	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	1116	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10044	94.7%
Latin	558	5.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2193	21.8%
2	1909	19.0%
1	1155	11.5%
-	1116	11.1%
:	1116	11.1%
3	649	6.5%
4	398	4.0%
5	395	3.9%
8	342	3.4%
9	287	2.9%
Other values (2)	484	4.8%

Latin

Value	Count	Frequency (%)
T	558	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10602	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2193	20.7%
2	1909	18.0%
1	1155	10.9%
-	1116	10.5%
:	1116	10.5%
3	649	6.1%
T	558	5.3%
4	398	3.8%
5	395	3.7%
8	342	3.2%
Other values (3)	771	7.3%

periodoBalanco
Categorical

HIGH CARDINALITY
MISSING

Distinct	124
Distinct (%)	2.6%
Missing	3484
Missing (%)	42.6%
Memory size	64.0 KiB

2019-12-31T03:00:00	1715
2019-12-31T00:00:00	1275
2018-12-31T02:00:00	198
2020-06-30T03:00:00	163
2018-12-31T00:00:00	141
Other values (119)	1204

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	89224
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	0.6%

Sample

1st row	2019-09-30T00:00:00
2nd row	2019-09-30T03:00:00
3rd row	2018-12-31T02:00:00
4th row	2019-06-30T03:00:00
5th row	2018-12-31T02:00:00

Common Values

Value	Count	Frequency (%)
2019-12-31T03:00:00	1715	21.0%
2019-12-31T00:00:00	1275	15.6%
2018-12-31T02:00:00	198	2.4%
2020-06-30T03:00:00	163	2.0%
2018-12-31T00:00:00	141	1.7%
2020-09-30T03:00:00	84	1.0%
2020-07-31T03:00:00	83	1.0%
2019-12-31T06:00:00	78	1.0%
2019-09-30T03:00:00	72	0.9%
2020-12-31T03:00:00	50	0.6%
Other values (114)	837	10.2%
(Missing)	3484	42.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2019-12-31t03:00:00	1715	36.5%
2019-12-31t00:00:00	1275	27.2%
2018-12-31t02:00:00	198	4.2%
2020-06-30t03:00:00	163	3.5%
2018-12-31t00:00:00	141	3.0%
2020-09-30t03:00:00	84	1.8%
2020-07-31t03:00:00	83	1.8%
2019-12-31t06:00:00	78	1.7%
2019-09-30t03:00:00	72	1.5%
2020-12-31t03:00:00	50	1.1%
Other values (114)	837	17.8%

Most occurring characters

Value	Count	Frequency (%)
0	32308	36.2%
1	11868	13.3%
2	9489	10.6%
-	9392	10.5%
:	9392	10.5%
3	7302	8.2%
T	4696	5.3%
9	3704	4.2%
8	438	0.5%
6	394	0.4%
Other values (3)	241	0.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	65744	73.7%
Dash Punctuation	9392	10.5%
Other Punctuation	9392	10.5%
Uppercase Letter	4696	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	32308	49.1%
1	11868	18.1%
2	9489	14.4%
3	7302	11.1%
9	3704	5.6%
8	438	0.7%
6	394	0.6%
7	154	0.2%
5	49	0.1%
4	38	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	9392	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	4696	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	9392	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	84528	94.7%
Latin	4696	5.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	32308	38.2%
1	11868	14.0%
2	9489	11.2%
-	9392	11.1%
:	9392	11.1%
3	7302	8.6%
9	3704	4.4%
8	438	0.5%
6	394	0.5%
7	154	0.2%
Other values (2)	87	0.1%

Latin

Value	Count	Frequency (%)
T	4696	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	89224	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	32308	36.2%
1	11868	13.3%
2	9489	10.6%
-	9392	10.5%
:	9392	10.5%
3	7302	8.2%
T	4696	5.3%
9	3704	4.2%
8	438	0.5%
6	394	0.4%
Other values (3)	241	0.3%

ativoCirculante
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	1791
Distinct (%)	38.1%
Missing	3484
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%
Mean	44409615.52

Minimum	-17
Maximum	2.903832 × 10¹⁰
Zeros	550
Zeros (%)	6.7%
Negative	1
Negative (%)	< 0.1%
Memory size	64.0 KiB

Quantile statistics

Minimum	-17
5-th percentile	0
Q1	865698.25
median	3948479
Q3	16073062
95-th percentile	131141540.2
Maximum	2.903832 × 10¹⁰
Range	2.903832002 × 10¹⁰
Interquartile range (IQR)	15207363.75

Descriptive statistics

Standard deviation	469211882.1
Coefficient of variation (CV)	10.56554705
Kurtosis	3132.283986
Mean	44409615.52
Median Absolute Deviation (MAD)	3948478
Skewness	51.9597739
Sum	2.085475545 × 10¹¹
Variance	2.201597903 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	550	6.7%
40147679	23	0.3%
21652995	16	0.2%
210677908	16	0.2%
2760074	14	0.2%
307905559	14	0.2%
13769660	14	0.2%
10066659	12	0.1%
297327	12	0.1%
42532123	12	0.1%
Other values (1781)	4013	49.1%
(Missing)	3484	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-17	1	< 0.1%
0	550	6.7%
1	2	< 0.1%
2197	1	< 0.1%
7063	4	< 0.1%
10636	2	< 0.1%
14551	2	< 0.1%
14883	1	< 0.1%
19584	1	< 0.1%
23972	1	< 0.1%

Value	Count	Frequency (%)
2.903832 × 10¹⁰	1	< 0.1%
8689513000	1	< 0.1%
2490038328	2	< 0.1%
2061794000	4	< 0.1%
2061784000	7	0.1%
1436985000	1	< 0.1%
1334726000	7	0.1%
1201858000	8	0.1%
1118886000	3	< 0.1%
959855000	1	< 0.1%

passivoCirculante
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	1787
Distinct (%)	38.1%
Missing	3484
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%
Mean	33902277.37

Minimum	-1134941
Maximum	2.750382 × 10¹⁰
Zeros	587
Zeros (%)	7.2%
Negative	2
Negative (%)	< 0.1%
Memory size	64.0 KiB

Quantile statistics

Minimum	-1134941
5-th percentile	0
Q1	181740
median	1314989
Q3	7367297
95-th percentile	86406690
Maximum	2.750382 × 10¹⁰
Range	2.750495494 × 10¹⁰
Interquartile range (IQR)	7185557

Descriptive statistics

Standard deviation	496503054
Coefficient of variation (CV)	14.64512394
Kurtosis	2197.510288
Mean	33902277.37
Median Absolute Deviation (MAD)	1314989
Skewness	43.91583933
Sum	1.592050945 × 10¹¹
Variance	2.465152827 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	587	7.2%
40222591	23	0.3%
119671915	16	0.2%
8896563	16	0.2%
747562	14	0.2%
6181072	13	0.2%
1155866	12	0.1%
3316809	12	0.1%
88730	12	0.1%
1634862000	11	0.1%
Other values (1777)	3980	48.7%
(Missing)	3484	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1134941	1	< 0.1%
-355509	1	< 0.1%
0	587	7.2%
1	1	< 0.1%
209	1	< 0.1%
270	4	< 0.1%
485	2	< 0.1%
1000	3	< 0.1%
1004	3	< 0.1%
1350	1	< 0.1%

Value	Count	Frequency (%)
2.750382 × 10¹⁰	1	< 0.1%
1.305405467 × 10¹⁰	2	< 0.1%
2781333000	1	< 0.1%
1634862000	11	0.1%
1030495000	7	0.1%
912104000	8	0.1%
677796000	1	< 0.1%
547380980	4	< 0.1%
535065853	4	< 0.1%
523360000	3	< 0.1%

totalAtivo
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	1786
Distinct (%)	38.0%
Missing	3484
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%
Mean	70803376.42

Minimum	-17
Maximum	5.48235 × 10¹⁰
Zeros	553
Zeros (%)	6.8%
Negative	1
Negative (%)	< 0.1%
Memory size	64.0 KiB

Quantile statistics

Minimum	-17
5-th percentile	0
Q1	1024562
median	4575580.5
Q3	18917337
95-th percentile	190075283.2
Maximum	5.48235 × 10¹⁰
Range	5.482350002 × 10¹⁰
Interquartile range (IQR)	17892775

Descriptive statistics

Standard deviation	891341861.2
Coefficient of variation (CV)	12.58897395
Kurtosis	3072.014155
Mean	70803376.42
Median Absolute Deviation (MAD)	4570152
Skewness	51.60937065
Sum	3.324926557 × 10¹¹
Variance	7.944903136 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	553	6.8%
56028277	23	0.3%
231851188	16	0.2%
35490938	15	0.2%
14878097	14	0.2%
3121784	14	0.2%
48535495	12	0.1%
514739	12	0.1%
1937372	12	0.1%
26171298	11	0.1%
Other values (1776)	4014	49.1%
(Missing)	3484	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-17	1	< 0.1%
0	553	6.8%
1	1	< 0.1%
7063	4	< 0.1%
10636	2	< 0.1%
12127	1	< 0.1%
14883	1	< 0.1%
18537	2	< 0.1%
24471	1	< 0.1%
30000	1	< 0.1%

Value	Count	Frequency (%)
5.48235 × 10¹⁰	1	< 0.1%
1.8083486 × 10¹⁰	1	< 0.1%
9014692403	1	< 0.1%
3698215980	2	< 0.1%
3634506000	11	0.1%
2607351000	1	< 0.1%
2176369000	1	< 0.1%
2076423000	8	0.1%
1776012000	7	0.1%
1768742000	4	< 0.1%

totalPatrimonioLiquido
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	1757
Distinct (%)	37.4%
Missing	3484
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%
Mean	28319583.17

Minimum	-186719734
Maximum	1.292328 × 10¹⁰
Zeros	585
Zeros (%)	7.2%
Negative	195
Negative (%)	2.4%
Memory size	64.0 KiB

Quantile statistics

Minimum	-186719734
5-th percentile	0
Q1	232892
median	1554333
Q3	7778616.25
95-th percentile	67765135
Maximum	1.292328 × 10¹⁰
Range	1.310999973 × 10¹⁰
Interquartile range (IQR)	7545724.25

Descriptive statistics

Standard deviation	258654427.5
Coefficient of variation (CV)	9.133412238
Kurtosis	1631.758823
Mean	28319583.17
Median Absolute Deviation (MAD)	1554333
Skewness	36.3371307
Sum	1.329887626 × 10¹¹
Variance	6.690211289 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	585	7.2%
15136282	23	0.3%
23207261	15	0.2%
331010581	14	0.2%
7402373	14	0.2%
2374221	14	0.2%
6322783	12	0.1%
24934123	12	0.1%
244364	12	0.1%
420146	12	0.1%
Other values (1747)	3983	48.7%
(Missing)	3484	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-186719734	2	< 0.1%
-112089780	2	< 0.1%
-107626630	1	< 0.1%
-57879850	7	0.1%
-47961577	1	< 0.1%
-19514982	9	0.1%
-13386720	2	< 0.1%
-10615204	1	< 0.1%
-6213000	2	< 0.1%
-3729008	1	< 0.1%

Value	Count	Frequency (%)
1.292328 × 10¹⁰	1	< 0.1%
9014174105	1	< 0.1%
2630999412	2	< 0.1%
1613201000	3	< 0.1%
1116493000	4	< 0.1%
1112078444	3	< 0.1%
1003628000	1	< 0.1%
990059000	11	0.1%
910616000	2	< 0.1%
863917000	3	< 0.1%

endividamento
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	1181
Distinct (%)	25.1%
Missing	3484
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%
Mean	4675972.297

Minimum	0
Maximum	740631476
Zeros	2366
Zeros (%)	28.9%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	733543
95-th percentile	11300000
Maximum	740631476
Range	740631476
Interquartile range (IQR)	733543

Descriptive statistics

Standard deviation	37807887.35
Coefficient of variation (CV)	8.085567012
Kurtosis	261.3130754
Mean	4675972.297
Median Absolute Deviation (MAD)	0
Skewness	15.50390839
Sum	2.195836591 × 10¹⁰
Variance	1.429436346 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2366	28.9%
15775862	18	0.2%
3877601	14	0.2%
1134890	12	0.1%
1000000	11	0.1%
7603324	10	0.1%
2313441	9	0.1%
4604011	9	0.1%
1847485	8	0.1%
50551	8	0.1%
Other values (1171)	2231	27.3%
(Missing)	3484	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2366	28.9%
1	1	< 0.1%
1000	3	< 0.1%
1036	1	< 0.1%
1500	2	< 0.1%
1780	2	< 0.1%
1975	2	< 0.1%
1979	1	< 0.1%
2348	1	< 0.1%
3160	2	< 0.1%

Value	Count	Frequency (%)
740631476	1	< 0.1%
721096000	1	< 0.1%
688500000	3	< 0.1%
649214000	4	< 0.1%
648000000	1	< 0.1%
611566000	3	< 0.1%
326558000	3	< 0.1%
275127000	2	< 0.1%
186000000	1	< 0.1%
185000000	1	< 0.1%

duplicatasAReceber
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
SKEWED
ZEROS

Distinct	1664
Distinct (%)	35.4%
Missing	3484
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%
Mean	16568990.84

Minimum	-22780710
Maximum	2.009358 × 10¹⁰
Zeros	1025
Zeros (%)	12.5%
Negative	4
Negative (%)	< 0.1%
Memory size	64.0 KiB

Quantile statistics

Minimum	-22780710
5-th percentile	0
Q1	33007.25
median	1074740
Q3	6370406.75
95-th percentile	43565112
Maximum	2.009358 × 10¹⁰
Range	2.011636071 × 10¹⁰
Interquartile range (IQR)	6337399.5

Descriptive statistics

Standard deviation	299050476.8
Coefficient of variation (CV)	18.04880452
Kurtosis	4330.551804
Mean	16568990.84
Median Absolute Deviation (MAD)	1074740
Skewness	64.64324689
Sum	7.780798097 × 10¹⁰
Variance	8.943118767 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1025	12.5%
14799137	23	0.3%
9239556	16	0.2%
135330309	16	0.2%
43565112	14	0.2%
3984208	12	0.1%
17267452	12	0.1%
6733077	12	0.1%
1358723	11	0.1%
400799000	11	0.1%
Other values (1654)	3544	43.3%
(Missing)	3484	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-22780710	2	< 0.1%
-1313416	2	< 0.1%
0	1025	12.5%
1	1	< 0.1%
146	2	< 0.1%
924	1	< 0.1%
1143	1	< 0.1%
1178	2	< 0.1%
1613	1	< 0.1%
1653	2	< 0.1%

Value	Count	Frequency (%)
2.009358 × 10¹⁰	1	< 0.1%
2239455000	1	< 0.1%
1969710000	1	< 0.1%
539393175	2	< 0.1%
528542000	3	< 0.1%
482990000	3	< 0.1%
476172000	1	< 0.1%
400799000	11	0.1%
341668000	1	< 0.1%
275771000	2	< 0.1%

estoque
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING
ZEROS

Distinct	1672
Distinct (%)	35.6%
Missing	3484
Missing (%)	42.6%
Infinite	0
Infinite (%)	0.0%
Mean	15182847.94

Minimum	-263226
Maximum	1293428000
Zeros	758
Zeros (%)	9.3%
Negative	3
Negative (%)	< 0.1%
Memory size	64.0 KiB

Quantile statistics

Minimum	-263226
5-th percentile	0
Q1	168779.75
median	1051455.5
Q3	5460215
95-th percentile	44444561
Maximum	1293428000
Range	1293691226
Interquartile range (IQR)	5291435.25

Descriptive statistics

Standard deviation	84087158.61
Coefficient of variation (CV)	5.538299462
Kurtosis	144.2982673
Mean	15182847.94
Median Absolute Deviation (MAD)	1051455.5
Skewness	11.15196422
Sum	7.129865395 × 10¹⁰
Variance	7.070650242 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	758	9.3%
23664583	23	0.3%
9240657	16	0.2%
44444561	16	0.2%
4076110	14	0.2%
1206955	14	0.2%
45990651	14	0.2%
15305373	12	0.1%
923452	12	0.1%
278908	12	0.1%
Other values (1662)	3805	46.5%
(Missing)	3484	42.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-263226	1	< 0.1%
-148098	1	< 0.1%
-148095	1	< 0.1%
0	758	9.3%
1	1	< 0.1%
291	1	< 0.1%
390	2	< 0.1%
942	2	< 0.1%
1250	1	< 0.1%
2653	2	< 0.1%

Value	Count	Frequency (%)
1293428000	11	0.1%
766466000	8	0.1%
700541000	7	0.1%
554671951	2	< 0.1%
515003000	1	< 0.1%
512473000	1	< 0.1%
506297202	4	< 0.1%
468835000	1	< 0.1%
466835000	1	< 0.1%
426986478	7	0.1%

faturamentoBruto
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	4281
Distinct (%)	52.4%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	55494619.26

Minimum	0
Maximum	6426115000
Zeros	411
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1188238
median	3593550
Q3	15753410
95-th percentile	153283885
Maximum	6426115000
Range	6426115000
Interquartile range (IQR)	14565172

Descriptive statistics

Standard deviation	334455103.1
Coefficient of variation (CV)	6.026802374
Kurtosis	209.6705553
Mean	55494619.26
Median Absolute Deviation (MAD)	3141902
Skewness	13.13983139
Sum	4.53724007 × 10¹¹
Variance	1.11860216 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	411	5.0%
100000	18	0.2%
120776175	16	0.2%
44276940	16	0.2%
7851499	14	0.2%
642151149	14	0.2%
22898154	12	0.1%
116830799	12	0.1%
12123699	12	0.1%
9122262	11	0.1%
Other values (4271)	7640	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	411	5.0%
1	3	< 0.1%
1000	1	< 0.1%
1123	2	< 0.1%
5014	3	< 0.1%
11075	4	< 0.1%
11434	1	< 0.1%
11946	2	< 0.1%
12500	2	< 0.1%
12600	1	< 0.1%

Value	Count	Frequency (%)
6426115000	11	0.1%
4945926000	1	< 0.1%
4464000000	1	< 0.1%
3508552000	1	< 0.1%
3369173000	8	0.1%
3222402000	6	0.1%
2926301201	4	< 0.1%
2770099000	1	< 0.1%
2711601000	1	< 0.1%
2449765600	1	< 0.1%

margemBruta
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1925
Distinct (%)	23.5%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	16071539.77

Minimum	-614872100
Maximum	3366842514
Zeros	4300
Zeros (%)	52.6%
Negative	67
Negative (%)	0.8%
Memory size	64.0 KiB

Quantile statistics

Minimum	-614872100
5-th percentile	0
Q1	0
median	0
Q3	3326431
95-th percentile	37393980.75
Maximum	3366842514
Range	3981714614
Interquartile range (IQR)	3326431

Descriptive statistics

Standard deviation	116461436.2
Coefficient of variation (CV)	7.246439226
Kurtosis	307.4601622
Mean	16071539.77
Median Absolute Deviation (MAD)	0
Skewness	15.40189842
Sum	1.314009091 × 10¹¹
Variance	1.356326612 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4300	52.6%
33545891	16	0.2%
19550284	16	0.2%
2967881	14	0.2%
3323523	12	0.1%
215273375	12	0.1%
5636945	12	0.1%
3610487	11	0.1%
18213246	11	0.1%
2032579000	11	0.1%
Other values (1915)	3761	46.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-614872100	2	< 0.1%
-269383207	1	< 0.1%
-21684628	1	< 0.1%
-10215304	1	< 0.1%
-7540544	1	< 0.1%
-4426253	2	< 0.1%
-4111822	2	< 0.1%
-4111821	1	< 0.1%
-2846171	8	0.1%
-1469120	1	< 0.1%

Value	Count	Frequency (%)
3366842514	2	< 0.1%
2032579000	11	0.1%
1373143082	2	< 0.1%
1063528888	4	< 0.1%
1039054000	1	< 0.1%
1039000000	1	< 0.1%
1038687000	4	< 0.1%
998174000	4	< 0.1%
968448000	3	< 0.1%
837710879	3	< 0.1%

periodoDemonstrativoEmMeses
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	0.1%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	10.38270548

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	11
median	12
Q3	12
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.218857179
Coefficient of variation (CV)	0.3100210427
Kurtosis	2.19546283
Mean	10.38270548
Median Absolute Deviation (MAD)	0
Skewness	-1.87592319
Sum	84889
Variance	10.36104154
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
12	6112	74.7%
1	457	5.6%
6	443	5.4%
7	202	2.5%
9	188	2.3%
11	156	1.9%
3	139	1.7%
5	137	1.7%
10	123	1.5%
8	111	1.4%
Other values (2)	108	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	457	5.6%
2	22	0.3%
3	139	1.7%
4	86	1.1%
5	137	1.7%
6	443	5.4%
7	202	2.5%
8	111	1.4%
9	188	2.3%
10	123	1.5%

Value	Count	Frequency (%)
12	6112	74.7%
11	156	1.9%
10	123	1.5%
9	188	2.3%
8	111	1.4%
7	202	2.5%
6	443	5.4%
5	137	1.7%
4	86	1.1%
3	139	1.7%

custos
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1740
Distinct (%)	21.3%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	28106213.6

Minimum	-346633805
Maximum	4393536000
Zeros	4413
Zeros (%)	53.9%
Negative	28
Negative (%)	0.3%
Memory size	64.0 KiB

Quantile statistics

Minimum	-346633805
5-th percentile	0
Q1	0
median	0
Q3	4384631.75
95-th percentile	74297132
Maximum	4393536000
Range	4740169805
Interquartile range (IQR)	4384631.75

Descriptive statistics

Standard deviation	207165402.2
Coefficient of variation (CV)	7.370804376
Kurtosis	290.2285942
Mean	28106213.6
Median Absolute Deviation (MAD)	0
Skewness	15.57109389
Sum	2.297964024 × 10¹¹
Variance	4.291750386 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	4413	53.9%
87230284	23	0.3%
24726656	16	0.2%
4883618	14	0.2%
85785561	13	0.2%
426877774	13	0.2%
17261209	12	0.1%
8800176	12	0.1%
4393536000	11	0.1%
4520907	11	0.1%
Other values (1730)	3638	44.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-346633805	3	< 0.1%
-65022701	5	0.1%
-49267738	1	< 0.1%
-48836647	1	< 0.1%
-43339992	2	< 0.1%
-27592668	1	< 0.1%
-25744597	1	< 0.1%
-9455401	1	< 0.1%
-7231554	1	< 0.1%
-7036474	1	< 0.1%

Value	Count	Frequency (%)
4393536000	11	0.1%
2958235000	1	< 0.1%
2330486000	4	< 0.1%
2330173000	1	< 0.1%
2330119000	1	< 0.1%
1953308000	2	< 0.1%
1939788000	1	< 0.1%
1916762000	1	< 0.1%
1862772313	4	< 0.1%
1600877000	2	< 0.1%

anoFundacao
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED

Distinct	69
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2006.007579

Minimum	1000
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	1000
5-th percentile	1984
Q1	2000
median	2009
Q3	2015
95-th percentile	2019
Maximum	2020
Range	1020
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	19.46455747
Coefficient of variation (CV)	0.009703132564
Kurtosis	1743.944328
Mean	2006.007579
Median Absolute Deviation (MAD)	7
Skewness	-34.08083647
Sum	16409142
Variance	378.8689974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2017	550	6.7%
2018	474	5.8%
2016	438	5.4%
2013	395	4.8%
2010	392	4.8%
2019	369	4.5%
2011	346	4.2%
2012	339	4.1%
2009	328	4.0%
2008	326	4.0%
Other values (59)	4223	51.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1000	2	< 0.1%
1910	1	< 0.1%
1935	1	< 0.1%
1941	1	< 0.1%
1942	9	0.1%
1946	1	< 0.1%
1947	2	< 0.1%
1948	9	0.1%
1951	6	0.1%
1956	1	< 0.1%

Value	Count	Frequency (%)
2020	52	0.6%
2019	369	4.5%
2018	474	5.8%
2017	550	6.7%
2016	438	5.4%
2015	321	3.9%
2014	315	3.9%
2013	395	4.8%
2012	339	4.1%
2011	346	4.2%

intervaloFundacao
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	64.0 KiB

Acima de 17 anos	2671
De 0 a 5 anos	2178
De 6 a 10 anos	1775
De 11 a 16 anos	1556

Length

Max length	16
Median length	15
Mean length	14.57701711
Min length	13

Characters and Unicode

Total characters	119240
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Acima de 17 anos
2nd row	De 6 a 10 anos
3rd row	De 6 a 10 anos
4th row	Acima de 17 anos
5th row	De 6 a 10 anos

Common Values

Value	Count	Frequency (%)
Acima de 17 anos	2671	32.7%
De 0 a 5 anos	2178	26.6%
De 6 a 10 anos	1775	21.7%
De 11 a 16 anos	1556	19.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
de	8180	21.4%
anos	8180	21.4%
a	5509	14.4%
acima	2671	7.0%
17	2671	7.0%
5	2178	5.7%
0	2178	5.7%
6	1775	4.6%
10	1775	4.6%
11	1556	4.1%

Most occurring characters

Value	Count	Frequency (%)
	30049	25.2%
a	16360	13.7%
1	9114	7.6%
e	8180	6.9%
n	8180	6.9%
o	8180	6.9%
s	8180	6.9%
D	5509	4.6%
0	3953	3.3%
6	3331	2.8%
Other values (7)	18204	15.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	59764	50.1%
Space Separator	30049	25.2%
Decimal Number	21247	17.8%
Uppercase Letter	8180	6.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	16360	27.4%
e	8180	13.7%
n	8180	13.7%
o	8180	13.7%
s	8180	13.7%
c	2671	4.5%
i	2671	4.5%
m	2671	4.5%
d	2671	4.5%

Decimal Number

Value	Count	Frequency (%)
1	9114	42.9%
0	3953	18.6%
6	3331	15.7%
7	2671	12.6%
5	2178	10.3%

Uppercase Letter

Value	Count	Frequency (%)
D	5509	67.3%
A	2671	32.7%

Space Separator

Value	Count	Frequency (%)
	30049	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	67944	57.0%
Common	51296	43.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	16360	24.1%
e	8180	12.0%
n	8180	12.0%
o	8180	12.0%
s	8180	12.0%
D	5509	8.1%
A	2671	3.9%
c	2671	3.9%
i	2671	3.9%
m	2671	3.9%

Common

Value	Count	Frequency (%)
	30049	58.6%
1	9114	17.8%
0	3953	7.7%
6	3331	6.5%
7	2671	5.2%
5	2178	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	119240	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	30049	25.2%
a	16360	13.7%
1	9114	7.6%
e	8180	6.9%
n	8180	6.9%
o	8180	6.9%
s	8180	6.9%
D	5509	4.6%
0	3953	3.3%
6	3331	2.8%
Other values (7)	18204	15.3%

capitalSocial
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	403
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11144623.17

Minimum	0
Maximum	4100000000
Zeros	126
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	9000
Q1	50000
median	100000
Q3	500000
95-th percentile	6000000
Maximum	4100000000
Range	4100000000
Interquartile range (IQR)	450000

Descriptive statistics

Standard deviation	97209768.96
Coefficient of variation (CV)	8.722571186
Kurtosis	501.4327891
Mean	11144623.17
Median Absolute Deviation (MAD)	90000
Skewness	17.64571427
Sum	9.116301755 × 10¹⁰
Variance	9.449739181 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100000	1125	13.8%
200000	441	5.4%
10000	416	5.1%
50000	383	4.7%
20000	304	3.7%
30000	290	3.5%
500000	286	3.5%
150000	269	3.3%
1000000	261	3.2%
300000	240	2.9%
Other values (393)	4165	50.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	126	1.5%
1	15	0.2%
2	9	0.1%
100	3	< 0.1%
240	2	< 0.1%
300	1	< 0.1%
1000	41	0.5%
1300	1	< 0.1%
1500	7	0.1%
1978	2	< 0.1%

Value	Count	Frequency (%)
4100000000	1	< 0.1%
2500000000	1	< 0.1%
1342240000	7	0.1%
979957432	27	0.3%
912000000	1	< 0.1%
900000000	2	< 0.1%
834510266	1	< 0.1%
576723858	1	< 0.1%
562016650	2	< 0.1%
511903186	9	0.1%

restricoes
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.1 KiB

False	7412
True	768

Common Values
Chart

Value	Count	Frequency (%)
False	7412	90.6%
True	768	9.4%

empresa_MeEppMei
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	8.1 KiB

False	5010
True	3170

Common Values
Chart

Value	Count	Frequency (%)
False	5010	61.2%
True	3170	38.8%

scorePontualidade
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	383
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8023519677

Minimum	0
Maximum	1
Zeros	1380
Zeros (%)	16.9%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.8928193941
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0.1071806059

Descriptive statistics

Standard deviation	0.3757666139
Coefficient of variation (CV)	0.468331392
Kurtosis	0.6379332367
Mean	0.8023519677
Median Absolute Deviation (MAD)	0
Skewness	-1.586106589
Sum	6563.239095
Variance	0.1412005481
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	5135	62.8%
0	1380	16.9%
0.8306436156	18	0.2%
0.9981274193	15	0.2%
0.9888857194	14	0.2%
0.9895970252	14	0.2%
0.9861028861	13	0.2%
0.9861354842	13	0.2%
0.8114758588	12	0.1%
0.9947858507	12	0.1%
Other values (373)	1554	19.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1380	16.9%
0.0030024471	6	0.1%
0.0386984438	3	< 0.1%
0.0683746465	6	0.1%
0.0955110758	1	< 0.1%
0.1028686542	2	< 0.1%
0.1129889002	1	< 0.1%
0.1145774248	4	< 0.1%
0.1189599492	1	< 0.1%
0.1565514052	1	< 0.1%

Value	Count	Frequency (%)
1	5135	62.8%
0.9999999763	6	0.1%
0.9999998624	4	< 0.1%
0.999998784	6	0.1%
0.9999930711	9	0.1%
0.9999818961	7	0.1%
0.9999758553	4	< 0.1%
0.9999303945	8	0.1%
0.9999175823	4	< 0.1%
0.9997772933	6	0.1%

limiteEmpresaAnaliseCredito
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	1809
Distinct (%)	22.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2835607.353

Minimum	0
Maximum	1974261312
Zeros	522
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	64.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7360
median	48600
Q3	343400.5
95-th percentile	8417801
Maximum	1974261312
Range	1974261312
Interquartile range (IQR)	336040.5

Descriptive statistics

Standard deviation	26780543.28
Coefficient of variation (CV)	9.44437644
Kurtosis	3609.907802
Mean	2835607.353
Median Absolute Deviation (MAD)	46640
Skewness	51.10302157
Sum	2.319526815 × 10¹⁰
Variance	7.171974984 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	522	6.4%
720	153	1.9%
5400	85	1.0%
4400	79	1.0%
16280	70	0.9%
8800	69	0.8%
16200	63	0.8%
10800	61	0.7%
7040	61	0.7%
2640	58	0.7%
Other values (1799)	6959	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	522	6.4%
720	153	1.9%
810	1	< 0.1%
840	4	< 0.1%
880	4	< 0.1%
960	7	0.1%
1000	3	< 0.1%
1080	2	< 0.1%
1100	1	< 0.1%
1110	17	0.2%

Value	Count	Frequency (%)
1974261312	1	< 0.1%
286758144	9	0.1%
248312960	1	< 0.1%
243617360	1	< 0.1%
230523120	2	< 0.1%
139915152	3	< 0.1%
138159360	1	< 0.1%
132233152	28	0.3%
128430684	2	< 0.1%
122808320	1	< 0.1%

dataAprovadoNivelAnalista
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct	7011
Distinct (%)	100.0%
Missing	1169
Missing (%)	14.3%
Memory size	64.0 KiB

2020-02-07T21:11:17	1
2020-05-08T18:10:10	1
2020-03-02T21:22:20	1
2020-10-30T17:16:20	1
2020-02-13T17:29:27	1
Other values (7006)	7006

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	133209
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7011 ?
Unique (%)	100.0%

Sample

1st row	2020-02-03T20:57:33
2nd row	2020-02-04T16:40:49
3rd row	2020-02-04T16:37:52
4th row	2020-02-04T15:06:28
5th row	2020-02-04T15:10:46

Common Values

Value	Count	Frequency (%)
2020-02-07T21:11:17	1	< 0.1%
2020-05-08T18:10:10	1	< 0.1%
2020-03-02T21:22:20	1	< 0.1%
2020-10-30T17:16:20	1	< 0.1%
2020-02-13T17:29:27	1	< 0.1%
2020-07-23T17:55:08	1	< 0.1%
2020-11-24T20:03:45	1	< 0.1%
2020-09-02T13:08:03	1	< 0.1%
2020-09-10T15:00:10	1	< 0.1%
2020-10-23T13:41:56	1	< 0.1%
Other values (7001)	7001	85.6%
(Missing)	1169	14.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-12-23t19:46:28	1	< 0.1%
2020-05-28t15:59:34	1	< 0.1%
2021-01-27t15:19:31	1	< 0.1%
2020-12-02t14:18:47	1	< 0.1%
2020-12-07t13:43:26	1	< 0.1%
2020-11-24t20:32:07	1	< 0.1%
2020-12-07t19:38:40	1	< 0.1%
2020-06-25t12:27:12	1	< 0.1%
2020-05-27t15:45:59	1	< 0.1%
2020-09-04t14:57:16	1	< 0.1%
Other values (7001)	7001	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	25936	19.5%
2	24261	18.2%
1	17113	12.8%
-	14022	10.5%
:	14022	10.5%
T	7011	5.3%
3	5911	4.4%
5	5624	4.2%
4	5382	4.0%
9	3800	2.9%
Other values (3)	10127	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	98154	73.7%
Dash Punctuation	14022	10.5%
Other Punctuation	14022	10.5%
Uppercase Letter	7011	5.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	25936	26.4%
2	24261	24.7%
1	17113	17.4%
3	5911	6.0%
5	5624	5.7%
4	5382	5.5%
9	3800	3.9%
8	3667	3.7%
7	3434	3.5%
6	3026	3.1%

Dash Punctuation

Value	Count	Frequency (%)
-	14022	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	7011	100.0%

Other Punctuation

Value	Count	Frequency (%)
:	14022	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	126198	94.7%
Latin	7011	5.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	25936	20.6%
2	24261	19.2%
1	17113	13.6%
-	14022	11.1%
:	14022	11.1%
3	5911	4.7%
5	5624	4.5%
4	5382	4.3%
9	3800	3.0%
8	3667	2.9%
Other values (2)	6460	5.1%

Latin

Value	Count	Frequency (%)
T	7011	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133209	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	25936	19.5%
2	24261	18.2%
1	17113	12.8%
-	14022	10.5%
:	14022	10.5%
T	7011	5.3%
3	5911	4.4%
5	5624	4.2%
4	5382	4.0%
9	3800	2.9%
Other values (3)	10127	7.6%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	df_index	numero_solicitacao	razaoSocial	nomeFantasia	cnpjSemTraco	maiorAtraso	margemBrutaAcumulada	percentualProtestos	primeiraCompra	prazoMedioRecebimentoVendas	titulosEmAberto	valorSolicitado	status	definicaoRisco	diferencaPercentualRisco	percentualRisco	dashboardCorrelacao	valorAprovado	dataAprovadoEmComite	periodoBalanco	ativoCirculante	passivoCirculante	totalAtivo	totalPatrimonioLiquido	endividamento	duplicatasAReceber	estoque	faturamentoBruto	margemBruta	periodoDemonstrativoEmMeses	custos	anoFundacao	intervaloFundacao	capitalSocial	restricoes	empresa_MeEppMei	scorePontualidade	limiteEmpresaAnaliseCredito	dataAprovadoNivelAnalista
0	0	1	James Richardson-Patel	Alexandra Williams	KEBE17609492220843	0	0.252448	0.0	2015-12-10T00:00:00	0	0.00	50000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.716981	0.283019	0.000000e+00	50000.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1766880.0	0.0	12.0	0.0	2003.0	Acima de 17 anos	90000.0	False	True	1.0	43200.0	2020-02-03T20:57:33
1	2	3	Joanna Hudson	Dr. David Rees	GCVQ28531614261293	4	0.624777	0.0	2019-11-27T00:00:00	0	0.00	20000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.716981	0.283019	0.000000e+00	20000.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2814940.0	0.0	7.0	0.0	2014.0	De 6 a 10 anos	20000.0	False	True	1.0	4320.0	2020-02-04T16:40:49
2	3	4	Gordon Jones-Hopkins	Sara Reid-Robson	KJND32266018316396	20	0.000000	NaN	2017-02-13T17:20:27	0	0.00	25000.0	AprovadoAnalista	De 51 a 80 % - Alto	0.396226	0.603774	4.858111e-01	15000.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1285274.0	0.0	12.0	0.0	2013.0	De 6 a 10 anos	30000.0	False	True	0.0	5920.0	2020-02-04T16:37:52
3	4	5	Nigel Lee	Dr. Stanley Duncan	CGQN15826802440348	20	0.454088	0.0	2010-07-13T00:00:00	20	1486.95	50000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.830189	0.169811	0.000000e+00	50000.0	NaN	2019-09-30T00:00:00	14758917.0	12149031.0	25793410.0	14544378.0	3039112.0	11797928.0	3047791.0	40779757.0	81459809.0	9.0	40680051.0	2002.0	Acima de 17 anos	75000.0	False	False	1.0	89000.0	2020-02-04T15:06:28
4	5	6	Liam Jackson	Gerard Gordon	KAYS53232027306925	0	0.000000	NaN	2019-06-28T10:25:57	0	0.00	25000.0	AprovadoAnalista	De 31 a 50 % - Médio	0.622642	0.377358	0.000000e+00	20000.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	918476.0	0.0	12.0	0.0	2011.0	De 6 a 10 anos	15000.0	False	True	0.0	38400.0	2020-02-04T15:10:46
5	6	7	Alexander Baker-Wells	Dr. Caroline Ali	PYOL43118620147076	16	0.000000	NaN	2011-03-02T11:27:13	0	0.00	100000.0	AprovadoAnalista	De 31 a 50 % - Médio	0.584906	0.415094	-9.975171e-01	80000.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	239016696.0	-7540544.0	12.0	156394112.0	1982.0	Acima de 17 anos	30515674.0	True	False	0.0	18132588.0	2020-02-05T14:31:22
6	7	8	Jean Berry	Gregory Gould	NLUX93496216176463	4	0.350175	0.0	2007-07-02T00:00:00	102	208980.00	300000.0	AprovadoAnalista	De 0 a 10 % - Muito Baixo	0.943396	0.056604	0.000000e+00	300000.0	NaN	2019-09-30T03:00:00	17801610.0	2538069.0	19415777.0	7519758.0	0.0	3742963.0	11902384.0	11958227.0	9357949.0	9.0	0.0	2000.0	Acima de 17 anos	120000.0	False	False	1.0	768233.0	2020-02-05T20:05:40
7	8	9	Elliot Stephenson	Adrian Graham	LOVL82962402474134	43	0.245818	0.0	2006-07-10T00:00:00	27	6432.00	400000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.886792	0.113208	0.000000e+00	400000.0	NaN	2018-12-31T02:00:00	36827690.0	13843198.0	39455945.0	25612746.0	0.0	15980275.0	11420388.0	72479551.0	6233236.0	12.0	-49267738.0	2000.0	Acima de 17 anos	1000000.0	False	False	1.0	6910219.0	2020-02-05T20:07:07
8	10	11	Katie Lawson	Patricia Reynolds	SVXA16230297135119	7	0.000000	NaN	2012-02-24T16:01:26	0	0.00	1000000.0	AprovadoAnalista	De 31 a 50 % - Médio	0.603774	0.396226	-5.091516e-01	800000.0	NaN	2019-06-30T03:00:00	2127907.0	704245.0	3609498.0	2538787.0	366465.0	973971.0	942096.0	4575646.0	296634.0	6.0	-3299332.0	2011.0	De 6 a 10 anos	20000.0	False	True	0.0	81000.0	2020-02-05T15:15:10
9	11	12	Ellie Turner	Mohamed Welch	ELQK41348591516215	26	0.000000	NaN	2017-12-20T17:03:32	0	0.00	200000.0	AprovadoComite	De 31 a 50 % - Médio	0.584906	0.415094	-3.000000e-15	50000.0	2020-02-05T19:14:37	2018-12-31T02:00:00	5369982.0	6118711.0	5595689.0	-720844.0	1715000.0	115000.0	1693990.0	13871246.0	-772398.0	12.0	-9455401.0	2009.0	De 11 a 16 anos	600000.0	False	False	0.0	183509.0	NaN

Last rows

	df_index	numero_solicitacao	razaoSocial	nomeFantasia	cnpjSemTraco	maiorAtraso	margemBrutaAcumulada	percentualProtestos	primeiraCompra	prazoMedioRecebimentoVendas	titulosEmAberto	valorSolicitado	status	definicaoRisco	diferencaPercentualRisco	percentualRisco	dashboardCorrelacao	valorAprovado	dataAprovadoEmComite	periodoBalanco	ativoCirculante	passivoCirculante	totalAtivo	totalPatrimonioLiquido	endividamento	duplicatasAReceber	estoque	faturamentoBruto	margemBruta	periodoDemonstrativoEmMeses	custos	anoFundacao	intervaloFundacao	capitalSocial	restricoes	empresa_MeEppMei	scorePontualidade	limiteEmpresaAnaliseCredito	dataAprovadoNivelAnalista
8170	8953	9026	Mandy Moore	Deborah Barber	OUOA00708841418640	3	0.586074	0.0	2017-01-18T00:00:00	5	3992.00	40000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.857143	0.142857	0.000000	40000.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2352101.0	0.0	12.0	0.0	1976.0	Acima de 17 anos	200000.0	False	False	1.000000	42180.0	2021-02-25T20:05:32
8171	8954	9027	Jack Robson	Mrs. Alexandra Akhtar	NCCP32868223153118	0	0.395424	0.0	2020-08-24T00:00:00	27	9334.00	50000.0	AprovadoAnalista	De 31 a 50 % - Médio	0.678571	0.321429	0.000000	5000.0	NaN	2020-12-31T03:00:00	245257.0	42267.0	245257.0	0.0	6800.0	79913.0	106238.0	384958.0	235159.0	12.0	149799.0	2020.0	De 0 a 5 anos	30000.0	False	False	1.000000	1920.0	2021-02-25T20:06:19
8172	8955	9028	Andrew Noble-Collins	Carl Martin	MHSR66697802682645	0	0.387860	0.0	2020-12-21T00:00:00	39	20907.00	50000.0	AprovadoAnalista	De 0 a 10 % - Muito Baixo	0.910714	0.089286	0.000000	50000.0	NaN	2019-12-31T00:00:00	5801231.0	4585834.0	5910905.0	661773.0	948266.0	2832100.0	2093270.0	20444406.0	3235672.0	12.0	17208734.0	1985.0	Acima de 17 anos	300000.0	False	False	1.000000	720.0	2021-02-25T20:06:47
8173	8956	9029	Jeffrey Patel	Susan Smith	KBOS63147302240824	18	0.000000	NaN	2017-02-13T16:41:03	0	0.00	50000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.785714	0.214286	-0.076375	45000.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	3410070.0	0.0	12.0	0.0	2012.0	De 6 a 10 anos	200000.0	False	False	0.000000	185870.0	2021-02-25T20:07:50
8174	8957	9030	Mr. Gerald Wilson	Katie Barlow	ISPY81393760117061	4	0.194429	0.0	2019-05-16T00:00:00	0	0.00	200000.0	AprovadoAnalista	De 31 a 50 % - Médio	0.625000	0.375000	0.000000	15000.0	NaN	2019-12-31T03:00:00	2230968.0	13885.0	2336218.0	2322332.0	0.0	0.0	38112.0	1366363.0	1153580.0	12.0	212783.0	2017.0	De 0 a 5 anos	100000.0	False	True	1.000000	55500.0	2021-02-25T20:13:33
8175	8958	9031	Joel Allan	Gavin Holden	XIIJ66670040144884	4	0.536739	0.0	2013-02-07T00:00:00	28	6804.00	1500000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.750000	0.250000	-0.866025	1500000.0	NaN	2019-12-31T03:00:00	20070708.0	18164050.0	20290799.0	1893943.0	74793.0	11285664.0	5718842.0	133280394.0	44612644.0	12.0	88667750.0	2010.0	De 11 a 16 anos	833345.0	False	False	0.999005	7200000.0	2021-02-25T20:33:36
8176	8959	9032	Douglas Taylor	Dale Lowe	JXCH36268697453955	18	0.374573	0.0	2014-02-21T00:00:00	44	90290.90	250000.0	ReprovadoAnalista	De 11 a 30 % - Baixo	0.857143	0.142857	-0.162833	NaN	NaN	2020-12-31T03:00:00	4943835.0	4025065.0	5633038.0	905806.0	1257000.0	3471368.0	1316604.0	4887005.0	2322234.0	12.0	2564771.0	2009.0	De 11 a 16 anos	30000.0	False	False	0.830644	60000.0	NaN
8177	8960	9033	Jamie Cox	Kirsty Jones	IPFS70635894073808	0	0.462250	0.0	2020-07-31T00:00:00	0	0.00	20000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.732143	0.267857	0.000000	20000.0	NaN	2019-12-31T00:00:00	0.0	0.0	0.0	0.0	0.0	0.0	0.0	5392166.0	246578.0	12.0	5145588.0	2018.0	De 0 a 5 anos	110000.0	False	True	1.000000	3240.0	2021-02-25T20:40:58
8178	8961	9034	Sara Foster	Dean Price	IFOK15843566708440	64	0.426652	0.0	2006-07-07T00:00:00	64	1276462.66	1800000.0	AprovadoAnalista	De 11 a 30 % - Baixo	0.857143	0.142857	-0.078192	1800000.0	NaN	2020-12-29T21:00:00	38305921.0	15063464.0	40876769.0	25603650.0	46198.0	15784605.0	15243870.0	119702196.0	38587967.0	12.0	81114229.0	1995.0	Acima de 17 anos	2000000.0	False	False	0.999930	10833160.0	2021-02-25T20:10:15
8179	8963	9036	June Lane	Miss Sharon Peters	VKMN77216991472135	18	0.490166	0.0	2017-07-18T00:00:00	47	33269.26	50000.0	AguardandoAprovacao	De 11 a 30 % - Baixo	0.875000	0.125000	0.999533	NaN	NaN	2019-12-31T00:00:00	3413036.0	1115529.0	3850888.0	2735358.0	0.0	2473428.0	892027.0	4699829.0	2548248.0	12.0	2151581.0	2013.0	De 6 a 10 anos	280000.0	False	False	1.000000	52000.0	NaN

Overview

Variables

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Most occurring scripts

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Latin

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Common Values

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Pie chart

Most occurring characters

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Most occurring scripts

Most frequent character per script

Latin

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ASCII